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Adaptive Aggregation on Chip Multiprocessors

Summary: Analyzes hash aggregation on Sun UltraSPARC T1, exposing contention and cache-locality tradeoffs between private and shared structures. An adaptive operator samples inputs—using run length, hash-table locality, and repeated-location frequency—to select the strategy and avoid order-of-magnitude penalties. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h4176b35a43c012c9
Venue
VLDB
Year
2007
Pagerank
0.00015431379
Overall Rank
626 | 95.81%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{cieslewicz_vldb07,
        title = {{Adaptive Aggregation on Chip Multiprocessors}},
        author = {Cieslewicz, John and Ross, Kenneth A.},
        journal = {PVLDB},
        series = {{VLDB} '07},
        pages = {339--350},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056737487
212 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024786576
280 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022267903
707 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00014613324
1,029 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012380835
1,205 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011512846
1,340 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010962559
1,720 ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout 2015 SIGMOD 9.7828414e-05
1,737 Improving the Performance of List Intersection 2009 VLDB 9.7383962e-05
1,756 How to Architect a Query Compiler 2016 SIGMOD 9.7053947e-05
1,865 PALM: Parallel Architecture-Friendly Latch-Free Modifications to B+ Trees on Many-Core Processors 2011 VLDB 9.4644494e-05
2,248 Cache-Efficient Aggregation: Hashing Is Sorting 2015 SIGMOD 8.7484225e-05
3,403 CloudRAMSort: Fast and Efficient Large-Scale Distributed RAM Sort on Shared-Nothing Cluster 2012 SIGMOD 7.3213995e-05
4,411 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.5996653e-05
4,942 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 6.3309707e-05
6,302 Elastic Pipelining in an In-Memory Database Cluster 2016 SIGMOD 5.8013694e-05
6,337 Clydesdale: Structured Data Processing on Hadoop 2012 SIGMOD 5.7928915e-05
6,456 Grizzly: Efficient Stream Processing Through Adaptive Query Compilation 2020 SIGMOD 5.7616575e-05
7,470 Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms 2021 VLDB 5.5032592e-05
7,927 A Practical Approach to Groupjoin and Nested Aggregates 2021 VLDB 5.4082473e-05
9,159 Automatic Contention Detection and Amelioration for Data-Intensive Operations 2010 SIGMOD 5.204001e-05
9,249 Chasing Similarity: Distribution-aware Aggregation Scheduling 2019 VLDB 5.1860134e-05
9,594 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB 5.1376962e-05
9,640 MCC-DB: Minimizing Cache Conflicts in Multi-core Processors for Databases 2009 VLDB 5.134315e-05
11,597 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 4.9605343e-05
11,718 Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets 2024 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040739114
106 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.00033563032
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028910892
471 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00017691682
1,454 Fast Computation of Database Operations using Graphics Processors 2004 SIGMOD 0.0001058211
1,633 Adaptive Parallel Aggregation Algorithms 1995 SIGMOD 0.00010002415
2,707 Database Servers on Chip Multiprocessors: Limitations and Opportunities 2007 CIDR 8.0920389e-05
5,365 Query Co-Processing on Commodity Processors 2006 VLDB 6.146607e-05
5,927 Inspector Joins 2005 VLDB 5.9281216e-05
6,214 Adaptive Query Processing: Why, How, When, What Next 2006 SIGMOD 5.8311761e-05
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# Overall Rank Paper Year Venue
1 360 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD
2 2,606 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD
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4 6,674 A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores 2019 VLDB
5 9,594 Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation 2026 VLDB
6 627 Rethinking SIMD Vectorization for In-Memory Databases 2015 SIGMOD
7 2,707 Database Servers on Chip Multiprocessors: Limitations and Opportunities 2007 CIDR
8 212 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB
9 1,633 Adaptive Parallel Aggregation Algorithms 1995 SIGMOD
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